Table 4. Accuracy produced by DAE model on Amazon dataset when a base classifier is Naive Bayes with various warning significance levels and detect significance levels for LFR.
Warning significance level ( δ ) | Detect significance level ( ϵ ) | # drift-detected | Classification accuracy (%) |
---|---|---|---|
0.3 | 0.010 | 2 | 75.5852843 |
0.3 | 0.200 | 12 | 75.9197324 |
0.3 | 0.040 | 3 | 75.5852843 |
0.3 | 0.009 | 2 | 75.5852843 |
0.3 | 0.090 | 5 | 76.5886288 |
0.3 | 0.150 | 8 | 75.5852843 |